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Learners that Use Little Information.

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Sample Compression Schemes for VC Classes., and . J. ACM, 63 (3): 21:1-21:10 (2016)Approximate Nonnegative Rank is Equivalent to the Smooth Rectangle Bound., , , and . Comput. Complex., 28 (1): 1-25 (2019)Proper PAC learning is compressing., and . Electron. Colloquium Comput. Complex., (2015)On Differentially Private Online Predictions., , , , and . CoRR, (2023)Diagonalization Games., , , , and . CoRR, (2023)A Trichotomy for Transductive Online Learning., , and . CoRR, (2023)Universal Rates for Multiclass Learning., , and . COLT, volume 195 of Proceedings of Machine Learning Research, page 5615-5681. PMLR, (2023)Optimal Prediction Using Expert Advice and Randomized Littlestone Dimension., , , and . COLT, volume 195 of Proceedings of Machine Learning Research, page 773-836. PMLR, (2023)Submultiplicative Glivenko-Cantelli and Uniform Convergence of Revenues., , , , , and . NIPS, page 1656-1665. (2017)Internal Compression of Protocols to Entropy., , and . APPROX-RANDOM, volume 40 of LIPIcs, page 481-496. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, (2015)